Dataset statistics
| Number of variables | 63 |
|---|---|
| Number of observations | 157800 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 43 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 75.8 MiB |
| Average record size in memory | 504.0 B |
Variable types
| Text | 3 |
|---|---|
| Unsupported | 16 |
| Categorical | 28 |
| Numeric | 16 |
icmp.unused has constant value "" | Constant |
http.tls_port has constant value "" | Constant |
dns.qry.type has constant value "" | Constant |
dns.retransmit_request_in has constant value "" | Constant |
mqtt.msg_decoded_as has constant value "" | Constant |
mbtcp.len has constant value "" | Constant |
mbtcp.trans_id has constant value "" | Constant |
mbtcp.unit_id has constant value "" | Constant |
| Dataset has 43 (< 0.1%) duplicate rows | Duplicates |
icmp.checksum is highly overall correlated with icmp.seq_le | High correlation |
icmp.seq_le is highly overall correlated with icmp.checksum | High correlation |
tcp.ack is highly overall correlated with tcp.ack_raw and 2 other fields | High correlation |
tcp.ack_raw is highly overall correlated with tcp.ack and 4 other fields | High correlation |
tcp.checksum is highly overall correlated with tcp.dstport and 2 other fields | High correlation |
tcp.dstport is highly overall correlated with tcp.ack and 5 other fields | High correlation |
tcp.flags is highly overall correlated with tcp.ack_raw and 9 other fields | High correlation |
tcp.len is highly overall correlated with tcp.flags | High correlation |
tcp.seq is highly overall correlated with tcp.ack_raw and 2 other fields | High correlation |
udp.port is highly overall correlated with udp.time_delta and 2 other fields | High correlation |
udp.time_delta is highly overall correlated with udp.port and 2 other fields | High correlation |
dns.qry.qu is highly overall correlated with udp.port and 1 other fields | High correlation |
arp.opcode is highly overall correlated with arp.hw.size | High correlation |
arp.hw.size is highly overall correlated with arp.opcode | High correlation |
tcp.connection.rst is highly overall correlated with tcp.dstport and 1 other fields | High correlation |
tcp.connection.syn is highly overall correlated with tcp.ack and 2 other fields | High correlation |
tcp.connection.synack is highly overall correlated with tcp.flags | High correlation |
tcp.flags.ack is highly overall correlated with tcp.ack_raw and 4 other fields | High correlation |
dns.retransmission is highly overall correlated with udp.port and 1 other fields | High correlation |
mqtt.conflag.cleansess is highly overall correlated with mqtt.conflags and 5 other fields | High correlation |
mqtt.conflags is highly overall correlated with mqtt.conflag.cleansess and 5 other fields | High correlation |
mqtt.hdrflags is highly overall correlated with mqtt.conflag.cleansess and 6 other fields | High correlation |
mqtt.len is highly overall correlated with mqtt.conflag.cleansess and 6 other fields | High correlation |
mqtt.msgtype is highly overall correlated with mqtt.conflag.cleansess and 6 other fields | High correlation |
mqtt.proto_len is highly overall correlated with mqtt.conflag.cleansess and 5 other fields | High correlation |
mqtt.topic_len is highly overall correlated with mqtt.hdrflags and 2 other fields | High correlation |
mqtt.ver is highly overall correlated with mqtt.conflag.cleansess and 5 other fields | High correlation |
Attack_label is highly overall correlated with Attack_type | High correlation |
Attack_type is highly overall correlated with tcp.flags and 2 other fields | High correlation |
arp.opcode is highly imbalanced (94.3%) | Imbalance |
arp.hw.size is highly imbalanced (91.9%) | Imbalance |
http.response is highly imbalanced (73.2%) | Imbalance |
tcp.connection.fin is highly imbalanced (68.0%) | Imbalance |
tcp.connection.rst is highly imbalanced (55.0%) | Imbalance |
tcp.connection.synack is highly imbalanced (80.6%) | Imbalance |
dns.retransmission is highly imbalanced (99.9%) | Imbalance |
dns.retransmit_request is highly imbalanced (> 99.9%) | Imbalance |
mqtt.conflag.cleansess is highly imbalanced (93.3%) | Imbalance |
mqtt.conflags is highly imbalanced (93.3%) | Imbalance |
mqtt.hdrflags is highly imbalanced (88.4%) | Imbalance |
mqtt.len is highly imbalanced (89.9%) | Imbalance |
mqtt.msgtype is highly imbalanced (88.4%) | Imbalance |
mqtt.proto_len is highly imbalanced (93.3%) | Imbalance |
mqtt.topic_len is highly imbalanced (93.4%) | Imbalance |
mqtt.ver is highly imbalanced (93.3%) | Imbalance |
icmp.transmit_timestamp is highly skewed (γ1 = 43.56938013) | Skewed |
http.content_length is highly skewed (γ1 = 306.8700196) | Skewed |
tcp.len is highly skewed (γ1 = 41.85241122) | Skewed |
udp.port is highly skewed (γ1 = 81.93953209) | Skewed |
udp.time_delta is highly skewed (γ1 = 31.65620669) | Skewed |
dns.qry.qu is highly skewed (γ1 = 33.36643661) | Skewed |
arp.dst.proto_ipv4 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
arp.src.proto_ipv4 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
http.file_data is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
http.request.uri.query is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
http.request.method is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
http.referer is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
http.request.full_uri is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
http.request.version is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
tcp.options is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
tcp.payload is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
tcp.srcport is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
dns.qry.name.len is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mqtt.conack.flags is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mqtt.msg is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mqtt.protoname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mqtt.topic is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
icmp.checksum has 143130 (90.7%) zeros | Zeros |
icmp.seq_le has 142143 (90.1%) zeros | Zeros |
icmp.transmit_timestamp has 157717 (99.9%) zeros | Zeros |
http.content_length has 148340 (94.0%) zeros | Zeros |
tcp.ack has 47155 (29.9%) zeros | Zeros |
tcp.ack_raw has 47155 (29.9%) zeros | Zeros |
tcp.checksum has 33920 (21.5%) zeros | Zeros |
tcp.dstport has 33920 (21.5%) zeros | Zeros |
tcp.flags has 33920 (21.5%) zeros | Zeros |
tcp.len has 115494 (73.2%) zeros | Zeros |
tcp.seq has 58508 (37.1%) zeros | Zeros |
udp.port has 157395 (99.7%) zeros | Zeros |
udp.stream has 143264 (90.8%) zeros | Zeros |
udp.time_delta has 157395 (99.7%) zeros | Zeros |
dns.qry.name has 156144 (99.0%) zeros | Zeros |
dns.qry.qu has 157544 (99.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-09 16:33:36.906910 |
|---|---|
| Analysis finished | 2023-10-09 16:36:06.800395 |
| Duration | 2 minutes and 29.89 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
frame.time
Text
| Distinct | 155186 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
Length
| Max length | 25 |
|---|---|
| Median length | 25 |
| Mean length | 23.775539 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3751780 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 155182 ? |
|---|---|
| Unique (%) | 98.3% |
Sample
| 1st row | 6.0 |
|---|---|
| 2nd row | 6.0 |
| 3rd row | 6.0 |
| 4th row | 6.0 |
| 5th row | 6.0 |
| Value | Count | Frequency (%) |
| 2021 | 142088 | |
| 192.168.0.128 | 1402 | 0.5% |
| 0.0 | 873 | 0.3% |
| 6.0 | 341 | 0.1% |
| 23:12:11.894359000 | 2 | < 0.1% |
| 22:14:31.910544000 | 1 | < 0.1% |
| 22:15:14.613957000 | 1 | < 0.1% |
| 22:14:55.311461000 | 1 | < 0.1% |
| 22:14:30.939803000 | 1 | < 0.1% |
| 22:14:30.939896000 | 1 | < 0.1% |
| Other values (155177) | 155177 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 759393 | |
| 2 | 538697 | |
| 1 | 452957 | |
| 426263 | ||
| : | 284176 | 7.6% |
| 3 | 210989 | 5.6% |
| . | 186796 | 5.0% |
| 4 | 166857 | 4.4% |
| 5 | 161185 | 4.3% |
| 9 | 158829 | 4.2% |
| Other values (3) | 405638 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2854545 | |
| Other Punctuation | 470972 | 12.6% |
| Space Separator | 426263 | 11.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 759393 | |
| 2 | 538697 | |
| 1 | 452957 | |
| 3 | 210989 | 7.4% |
| 4 | 166857 | 5.8% |
| 5 | 161185 | 5.6% |
| 9 | 158829 | 5.6% |
| 8 | 142367 | 5.0% |
| 6 | 133184 | 4.7% |
| 7 | 130087 | 4.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 284176 | |
| . | 186796 |
Space Separator
| Value | Count | Frequency (%) |
| 426263 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3751780 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 759393 | |
| 2 | 538697 | |
| 1 | 452957 | |
| 426263 | ||
| : | 284176 | 7.6% |
| 3 | 210989 | 5.6% |
| . | 186796 | 5.0% |
| 4 | 166857 | 4.4% |
| 5 | 161185 | 4.3% |
| 9 | 158829 | 4.2% |
| Other values (3) | 405638 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3751780 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 759393 | |
| 2 | 538697 | |
| 1 | 452957 | |
| 426263 | ||
| : | 284176 | 7.6% |
| 3 | 210989 | 5.6% |
| . | 186796 | 5.0% |
| 4 | 166857 | 4.4% |
| 5 | 161185 | 4.3% |
| 9 | 158829 | 4.2% |
| Other values (3) | 405638 |
ip.src_host
Text
| Distinct | 19090 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 12.425798 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1960791 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 19077 ? |
|---|---|
| Unique (%) | 12.1% |
Sample
| 1st row | 192.168.0.152 |
|---|---|
| 2nd row | 192.168.0.101 |
| 3rd row | 192.168.0.152 |
| 4th row | 192.168.0.101 |
| 5th row | 192.168.0.152 |
| Value | Count | Frequency (%) |
| 192.168.0.128 | 72546 | |
| 192.168.0.170 | 47688 | |
| 192.168.0.101 | 10126 | 6.4% |
| 0 | 7991 | 5.1% |
| 0.0.0.0 | 208 | 0.1% |
| 192.168.0.152 | 120 | 0.1% |
| 172.217.19.42 | 17 | < 0.1% |
| 192.168.0.1 | 9 | < 0.1% |
| 104.16.87.20 | 7 | < 0.1% |
| 142.250.200.205 | 5 | < 0.1% |
| Other values (19080) | 19083 | 12.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 449785 | |
| . | 449427 | |
| 2 | 240939 | |
| 8 | 214757 | |
| 0 | 210923 | |
| 6 | 143624 | 7.3% |
| 9 | 143100 | 7.3% |
| 7 | 61302 | 3.1% |
| 4 | 16383 | 0.8% |
| 3 | 16200 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1511364 | |
| Other Punctuation | 449427 | 22.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 449785 | |
| 2 | 240939 | |
| 8 | 214757 | |
| 0 | 210923 | |
| 6 | 143624 | 9.5% |
| 9 | 143100 | 9.5% |
| 7 | 61302 | 4.1% |
| 4 | 16383 | 1.1% |
| 3 | 16200 | 1.1% |
| 5 | 14351 | 0.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 449427 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1960791 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 449785 | |
| . | 449427 | |
| 2 | 240939 | |
| 8 | 214757 | |
| 0 | 210923 | |
| 6 | 143624 | 7.3% |
| 9 | 143100 | 7.3% |
| 7 | 61302 | 3.1% |
| 4 | 16383 | 0.8% |
| 3 | 16200 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1960791 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 449785 | |
| . | 449427 | |
| 2 | 240939 | |
| 8 | 214757 | |
| 0 | 210923 | |
| 6 | 143624 | 7.3% |
| 9 | 143100 | 7.3% |
| 7 | 61302 | 3.1% |
| 4 | 16383 | 0.8% |
| 3 | 16200 | 0.8% |
ip.dst_host
Text
| Distinct | 8084 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 11.39699 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1798445 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8070 ? |
|---|---|
| Unique (%) | 5.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 192.168.0.128 | 75373 | |
| 192.168.0.170 | 42290 | |
| 0 | 20214 | 12.8% |
| 192.168.0.101 | 10097 | 6.4% |
| 0.0 | 1214 | 0.8% |
| 224.0.0.251 | 189 | 0.1% |
| 224.0.0.1 | 150 | 0.1% |
| 224.0.0.252 | 138 | 0.1% |
| 192.168.0.1 | 21 | < 0.1% |
| 172.217.19.42 | 19 | < 0.1% |
| Other values (8074) | 8095 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 414211 | |
| . | 410330 | |
| 2 | 220074 | |
| 0 | 209642 | |
| 8 | 208019 | |
| 6 | 133309 | 7.4% |
| 9 | 133221 | 7.4% |
| 7 | 47921 | 2.7% |
| 4 | 8663 | 0.5% |
| 3 | 6592 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1388115 | |
| Other Punctuation | 410330 | 22.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 414211 | |
| 2 | 220074 | |
| 0 | 209642 | |
| 8 | 208019 | |
| 6 | 133309 | 9.6% |
| 9 | 133221 | 9.6% |
| 7 | 47921 | 3.5% |
| 4 | 8663 | 0.6% |
| 3 | 6592 | 0.5% |
| 5 | 6463 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 410330 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1798445 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 414211 | |
| . | 410330 | |
| 2 | 220074 | |
| 0 | 209642 | |
| 8 | 208019 | |
| 6 | 133309 | 7.4% |
| 9 | 133221 | 7.4% |
| 7 | 47921 | 2.7% |
| 4 | 8663 | 0.5% |
| 3 | 6592 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1798445 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 414211 | |
| . | 410330 | |
| 2 | 220074 | |
| 0 | 209642 | |
| 8 | 208019 | |
| 6 | 133309 | 7.4% |
| 9 | 133221 | 7.4% |
| 7 | 47921 | 2.7% |
| 4 | 8663 | 0.5% |
| 3 | 6592 | 0.4% |
arp.dst.proto_ipv4
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
arp.opcode
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 1.0 | 908 |
| 2.0 | 666 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 156226 | |
| 1.0 | 908 | 0.6% |
| 2.0 | 666 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 156226 | |
| 1.0 | 908 | 0.6% |
| 2.0 | 666 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 314026 | |
| . | 157800 | |
| 1 | 908 | 0.2% |
| 2 | 666 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 314026 | |
| 1 | 908 | 0.3% |
| 2 | 666 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 314026 | |
| . | 157800 | |
| 1 | 908 | 0.2% |
| 2 | 666 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 314026 | |
| . | 157800 | |
| 1 | 908 | 0.2% |
| 2 | 666 | 0.1% |
arp.hw.size
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 6.0 | 1574 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 156226 | |
| 6.0 | 1574 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 156226 | |
| 6.0 | 1574 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 314026 | |
| . | 157800 | |
| 6 | 1574 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 314026 | |
| 6 | 1574 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 314026 | |
| . | 157800 | |
| 6 | 1574 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 314026 | |
| . | 157800 | |
| 6 | 1574 | 0.3% |
arp.src.proto_ipv4
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
icmp.checksum
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13187 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3047.2918 |
| Minimum | 0 |
|---|---|
| Maximum | 65532 |
| Zeros | 143130 |
| Zeros (%) | 90.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 30082.2 |
| Maximum | 65532 |
| Range | 65532 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11144.328 |
|---|---|
| Coefficient of variation (CV) | 3.6571253 |
| Kurtosis | 14.72532 |
| Mean | 3047.2918 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.9160067 |
| Sum | 4.8086265 × 108 |
| Variance | 1.2419605 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 143130 | |
| 63737 | 4 | < 0.1% |
| 8993 | 4 | < 0.1% |
| 49043 | 4 | < 0.1% |
| 56580 | 4 | < 0.1% |
| 35144 | 4 | < 0.1% |
| 27936 | 4 | < 0.1% |
| 41268 | 4 | < 0.1% |
| 45186 | 3 | < 0.1% |
| 17045 | 3 | < 0.1% |
| Other values (13177) | 14636 | 9.3% |
| Value | Count | Frequency (%) |
| 0 | 143130 | |
| 4 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 42 | 2 | < 0.1% |
| 44 | 2 | < 0.1% |
| 45 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65532 | 1 | |
| 65531 | 1 | |
| 65530 | 1 | |
| 65522 | 1 | |
| 65520 | 1 | |
| 65519 | 1 | |
| 65513 | 1 | |
| 65512 | 2 | |
| 65509 | 1 | |
| 65507 | 1 |
icmp.seq_le
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13824 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3239.9798 |
| Minimum | 0 |
|---|---|
| Maximum | 65524 |
| Zeros | 142143 |
| Zeros (%) | 90.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 32598.1 |
| Maximum | 65524 |
| Range | 65524 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11406.073 |
|---|---|
| Coefficient of variation (CV) | 3.5204149 |
| Kurtosis | 13.296843 |
| Mean | 3239.9798 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7412448 |
| Sum | 5.1126881 × 108 |
| Variance | 1.300985 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 142143 | |
| 256 | 166 | 0.1% |
| 65207 | 4 | < 0.1% |
| 32384 | 4 | < 0.1% |
| 34999 | 4 | < 0.1% |
| 45095 | 4 | < 0.1% |
| 62419 | 4 | < 0.1% |
| 14422 | 4 | < 0.1% |
| 26422 | 4 | < 0.1% |
| 55363 | 4 | < 0.1% |
| Other values (13814) | 15459 | 9.8% |
| Value | Count | Frequency (%) |
| 0 | 142143 | |
| 1 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65524 | 1 | |
| 65517 | 1 | |
| 65516 | 1 | |
| 65513 | 1 | |
| 65497 | 1 | |
| 65491 | 1 | |
| 65488 | 1 | |
| 65487 | 1 | |
| 65466 | 1 | |
| 65461 | 1 |
icmp.transmit_timestamp
Real number (ℝ)
SKEWED ZEROS
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40468.161 |
| Minimum | 0 |
|---|---|
| Maximum | 77289023 |
| Zeros | 157717 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 77289023 |
| Range | 77289023 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1764074.5 |
|---|---|
| Coefficient of variation (CV) | 43.591666 |
| Kurtosis | 1896.3314 |
| Mean | 40468.161 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 43.56938 |
| Sum | 6.3858757 × 109 |
| Variance | 3.111959 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 157717 | |
| 77041589 | 1 | < 0.1% |
| 77125159 | 1 | < 0.1% |
| 77115472 | 1 | < 0.1% |
| 77096697 | 1 | < 0.1% |
| 77078849 | 1 | < 0.1% |
| 77070441 | 1 | < 0.1% |
| 77063273 | 1 | < 0.1% |
| 77056580 | 1 | < 0.1% |
| 77050926 | 1 | < 0.1% |
| Other values (74) | 74 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 157717 | |
| 76471910 | 1 | < 0.1% |
| 76496315 | 1 | < 0.1% |
| 76514613 | 1 | < 0.1% |
| 76531277 | 1 | < 0.1% |
| 76549573 | 1 | < 0.1% |
| 76557832 | 1 | < 0.1% |
| 76568891 | 1 | < 0.1% |
| 76588882 | 1 | < 0.1% |
| 76595757 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 77289023 | 1 | |
| 77284157 | 1 | |
| 77274626 | 1 | |
| 77268553 | 1 | |
| 77264171 | 1 | |
| 77257774 | 1 | |
| 77250122 | 1 | |
| 77245077 | 1 | |
| 77230327 | 1 | |
| 77220906 | 1 |
icmp.unused
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315600 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
http.file_data
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
http.content_length
Real number (ℝ)
SKEWED ZEROS
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.71552 |
| Minimum | 0 |
|---|---|
| Maximum | 83655 |
| Zeros | 148340 |
| Zeros (%) | 94.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 36 |
| Maximum | 83655 |
| Range | 83655 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 229.65967 |
|---|---|
| Coefficient of variation (CV) | 15.60663 |
| Kurtosis | 111491.25 |
| Mean | 14.71552 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 306.87002 |
| Sum | 2322109 |
| Variance | 52743.565 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 0 | 148340 | |
| 277 | 4487 | 2.8% |
| 57 | 1779 | 1.1% |
| 36 | 1240 | 0.8% |
| 303 | 343 | 0.2% |
| 1465 | 232 | 0.1% |
| 5 | 229 | 0.1% |
| 1415 | 227 | 0.1% |
| 12 | 163 | 0.1% |
| 38 | 125 | 0.1% |
| Other values (23) | 635 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 148340 | |
| 1 | 61 | < 0.1% |
| 5 | 229 | 0.1% |
| 6 | 5 | < 0.1% |
| 12 | 163 | 0.1% |
| 22 | 41 | < 0.1% |
| 36 | 1240 | 0.8% |
| 37 | 117 | 0.1% |
| 38 | 125 | 0.1% |
| 39 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 83655 | 1 | < 0.1% |
| 1465 | 232 | |
| 1415 | 227 | |
| 1404 | 1 | < 0.1% |
| 1155 | 1 | < 0.1% |
| 714 | 12 | < 0.1% |
| 315 | 2 | < 0.1% |
| 307 | 5 | < 0.1% |
| 303 | 343 | |
| 301 | 1 | < 0.1% |
http.request.uri.query
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
http.request.method
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
http.referer
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
http.request.full_uri
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
http.request.version
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
http.response
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 1.0 | 7219 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 150581 | |
| 1.0 | 7219 | 4.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 150581 | |
| 1.0 | 7219 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 308381 | |
| . | 157800 | |
| 1 | 7219 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 308381 | |
| 1 | 7219 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 308381 | |
| . | 157800 | |
| 1 | 7219 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 308381 | |
| . | 157800 | |
| 1 | 7219 | 1.5% |
http.tls_port
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315600 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
tcp.ack
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 27929 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71600387 |
| Minimum | 0 |
|---|---|
| Maximum | 2.1473333 × 109 |
| Zeros | 47155 |
| Zeros (%) | 29.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 479 |
| 95-th percentile | 5.1484458 × 108 |
| Maximum | 2.1473333 × 109 |
| Range | 2.1473333 × 109 |
| Interquartile range (IQR) | 479 |
Descriptive statistics
| Standard deviation | 3.1012306 × 108 |
|---|---|
| Coefficient of variation (CV) | 4.3313043 |
| Kurtosis | 22.502304 |
| Mean | 71600387 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.7554839 |
| Sum | 1.1298541 × 1013 |
| Variance | 9.6176315 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 47155 | |
| 1 | 33569 | |
| 121 | 4631 | 2.9% |
| 6 | 3707 | 2.3% |
| 5 | 2589 | 1.6% |
| 15 | 2589 | 1.6% |
| 59 | 2528 | 1.6% |
| 479 | 1543 | 1.0% |
| 108 | 1528 | 1.0% |
| 103 | 1438 | 0.9% |
| Other values (27919) | 56523 |
| Value | Count | Frequency (%) |
| 0 | 47155 | |
| 1 | 33569 | |
| 2 | 508 | 0.3% |
| 5 | 2589 | 1.6% |
| 6 | 3707 | 2.3% |
| 9 | 1 | < 0.1% |
| 13 | 4 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 2589 | 1.6% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2147333291 | 1 | |
| 2147250934 | 1 | |
| 2147087720 | 1 | |
| 2147021222 | 1 | |
| 2146756557 | 1 | |
| 2146640031 | 1 | |
| 2146540233 | 1 | |
| 2146465351 | 1 | |
| 2146331860 | 1 | |
| 2145863033 | 1 |
tcp.ack_raw
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 94716 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3583475 × 109 |
| Minimum | 0 |
|---|---|
| Maximum | 4.2949472 × 109 |
| Zeros | 47155 |
| Zeros (%) | 29.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.1600508 × 109 |
| Q3 | 2.3722277 × 109 |
| 95-th percentile | 3.8168376 × 109 |
| Maximum | 4.2949472 × 109 |
| Range | 4.2949472 × 109 |
| Interquartile range (IQR) | 2.3722277 × 109 |
Descriptive statistics
| Standard deviation | 1.295523 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.95374931 |
| Kurtosis | -0.93513254 |
| Mean | 1.3583475 × 109 |
| Median Absolute Deviation (MAD) | 1.1600508 × 109 |
| Skewness | 0.52610897 |
| Sum | 2.1434723 × 1014 |
| Variance | 1.6783797 × 1018 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 47155 | |
| 2013966124 | 3002 | 1.9% |
| 2213215181 | 2544 | 1.6% |
| 1453306566 | 2082 | 1.3% |
| 1013594299 | 1304 | 0.8% |
| 1679853537 | 15 | < 0.1% |
| 3322479508 | 14 | < 0.1% |
| 2208222993 | 13 | < 0.1% |
| 3004336843 | 13 | < 0.1% |
| 3903830764 | 13 | < 0.1% |
| Other values (94706) | 101645 |
| Value | Count | Frequency (%) |
| 0 | 47155 | |
| 168003 | 1 | < 0.1% |
| 199587 | 1 | < 0.1% |
| 207718 | 1 | < 0.1% |
| 277631 | 1 | < 0.1% |
| 277632 | 1 | < 0.1% |
| 318739 | 1 | < 0.1% |
| 335609 | 1 | < 0.1% |
| 346568 | 1 | < 0.1% |
| 347765 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4294947151 | 1 | < 0.1% |
| 4294731662 | 1 | < 0.1% |
| 4294731175 | 1 | < 0.1% |
| 4294727148 | 1 | < 0.1% |
| 4294725888 | 1 | < 0.1% |
| 4294725196 | 1 | < 0.1% |
| 4294700661 | 1 | < 0.1% |
| 4294632609 | 1 | < 0.1% |
| 4294629165 | 3 | |
| 4294564634 | 1 | < 0.1% |
tcp.checksum
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 55513 |
|---|---|
| Distinct (%) | 35.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25796.599 |
| Minimum | 0 |
|---|---|
| Maximum | 65535 |
| Zeros | 33920 |
| Zeros (%) | 21.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2982 |
| median | 23906 |
| Q3 | 44733 |
| 95-th percentile | 61381.05 |
| Maximum | 65535 |
| Range | 65535 |
| Interquartile range (IQR) | 41751 |
Descriptive statistics
| Standard deviation | 21513.031 |
|---|---|
| Coefficient of variation (CV) | 0.83394834 |
| Kurtosis | -1.3127537 |
| Mean | 25796.599 |
| Median Absolute Deviation (MAD) | 20872 |
| Skewness | 0.25281798 |
| Sum | 4.0707033 × 109 |
| Variance | 4.6281051 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 33920 | 21.5% |
| 51526 | 12 | < 0.1% |
| 64783 | 12 | < 0.1% |
| 61198 | 10 | < 0.1% |
| 22207 | 10 | < 0.1% |
| 53888 | 10 | < 0.1% |
| 33678 | 10 | < 0.1% |
| 52685 | 9 | < 0.1% |
| 32974 | 9 | < 0.1% |
| 10315 | 9 | < 0.1% |
| Other values (55503) | 123789 |
| Value | Count | Frequency (%) |
| 0 | 33920 | |
| 1 | 2 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65535 | 1 | < 0.1% |
| 65534 | 5 | |
| 65533 | 3 | |
| 65531 | 1 | < 0.1% |
| 65530 | 2 | < 0.1% |
| 65529 | 2 | < 0.1% |
| 65528 | 1 | < 0.1% |
| 65527 | 2 | < 0.1% |
| 65526 | 2 | < 0.1% |
| 65525 | 2 | < 0.1% |
tcp.connection.fin
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 1.0 | 9175 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 148625 | |
| 1.0 | 9175 | 5.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 148625 | |
| 1.0 | 9175 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 306425 | |
| . | 157800 | |
| 1 | 9175 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 306425 | |
| 1 | 9175 | 2.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 306425 | |
| . | 157800 | |
| 1 | 9175 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 306425 | |
| . | 157800 | |
| 1 | 9175 | 1.9% |
tcp.connection.rst
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 142948 | |
| 1.0 | 14852 | 9.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 142948 | |
| 1.0 | 14852 | 9.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 300748 | |
| . | 157800 | |
| 1 | 14852 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 300748 | |
| 1 | 14852 | 4.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 300748 | |
| . | 157800 | |
| 1 | 14852 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 300748 | |
| . | 157800 | |
| 1 | 14852 | 3.1% |
tcp.connection.syn
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 137625 | |
| 1.0 | 20175 | 12.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 137625 | |
| 1.0 | 20175 | 12.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 295425 | |
| . | 157800 | |
| 1 | 20175 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 295425 | |
| 1 | 20175 | 6.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 295425 | |
| . | 157800 | |
| 1 | 20175 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 295425 | |
| . | 157800 | |
| 1 | 20175 | 4.3% |
tcp.connection.synack
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 1.0 | 4726 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 153074 | |
| 1.0 | 4726 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 153074 | |
| 1.0 | 4726 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 310874 | |
| . | 157800 | |
| 1 | 4726 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 310874 | |
| 1 | 4726 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 310874 | |
| . | 157800 | |
| 1 | 4726 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 310874 | |
| . | 157800 | |
| 1 | 4726 | 1.0% |
tcp.dstport
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 23188 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17964.646 |
| Minimum | 0 |
|---|---|
| Maximum | 65535 |
| Zeros | 33920 |
| Zeros (%) | 21.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 80 |
| median | 1883 |
| Q3 | 45494 |
| 95-th percentile | 60320.1 |
| Maximum | 65535 |
| Range | 65535 |
| Interquartile range (IQR) | 45414 |
Descriptive statistics
| Standard deviation | 24154.223 |
|---|---|
| Coefficient of variation (CV) | 1.3445421 |
| Kurtosis | -1.1793578 |
| Mean | 17964.646 |
| Median Absolute Deviation (MAD) | 1883 |
| Skewness | 0.80421922 |
| Sum | 2.8348211 × 109 |
| Variance | 5.8342649 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 41581 | |
| 0 | 33920 | |
| 1883 | 9951 | 6.3% |
| 4321 | 9890 | 6.3% |
| 47924 | 2961 | 1.9% |
| 60944 | 2774 | 1.8% |
| 60210 | 2502 | 1.6% |
| 56322 | 1976 | 1.3% |
| 3333 | 1819 | 1.2% |
| 35306 | 1263 | 0.8% |
| Other values (23178) | 49163 |
| Value | Count | Frequency (%) |
| 0 | 33920 | |
| 35 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 80 | 41581 | |
| 123 | 1 | < 0.1% |
| 138 | 1 | < 0.1% |
| 140 | 1 | < 0.1% |
| 161 | 1 | < 0.1% |
| 236 | 1 | < 0.1% |
| 242 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65535 | 135 | |
| 65533 | 3 | < 0.1% |
| 65528 | 2 | < 0.1% |
| 65526 | 1 | < 0.1% |
| 65525 | 1 | < 0.1% |
| 65523 | 2 | < 0.1% |
| 65520 | 1 | < 0.1% |
| 65518 | 1 | < 0.1% |
| 65517 | 1 | < 0.1% |
| 65515 | 2 | < 0.1% |
tcp.flags
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.613999 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 33920 |
| Zeros (%) | 21.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 16 |
| Q3 | 20 |
| 95-th percentile | 24 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 9.3191355 |
|---|---|
| Coefficient of variation (CV) | 0.73879312 |
| Kurtosis | -1.5274921 |
| Mean | 12.613999 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.28755333 |
| Sum | 1990489 |
| Variance | 86.846287 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 16 | 42722 | |
| 0 | 33920 | |
| 24 | 32230 | |
| 2 | 20175 | |
| 20 | 11389 | 7.2% |
| 17 | 7876 | 5.0% |
| 18 | 4726 | 3.0% |
| 4 | 3463 | 2.2% |
| 25 | 1299 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 33920 | |
| 2 | 20175 | |
| 4 | 3463 | 2.2% |
| 16 | 42722 | |
| 17 | 7876 | 5.0% |
| 18 | 4726 | 3.0% |
| 20 | 11389 | 7.2% |
| 24 | 32230 | |
| 25 | 1299 | 0.8% |
| Value | Count | Frequency (%) |
| 25 | 1299 | 0.8% |
| 24 | 32230 | |
| 20 | 11389 | 7.2% |
| 18 | 4726 | 3.0% |
| 17 | 7876 | 5.0% |
| 16 | 42722 | |
| 4 | 3463 | 2.2% |
| 2 | 20175 | |
| 0 | 33920 |
tcp.flags.ack
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 100242 | |
| 0.0 | 57558 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 100242 | |
| 0.0 | 57558 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 215358 | |
| . | 157800 | |
| 1 | 100242 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 215358 | |
| 1 | 100242 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 215358 | |
| . | 157800 | |
| 1 | 100242 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 215358 | |
| . | 157800 | |
| 1 | 100242 |
tcp.len
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 786 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.77925 |
| Minimum | 0 |
|---|---|
| Maximum | 65228 |
| Zeros | 115494 |
| Zeros (%) | 73.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 14 |
| 95-th percentile | 495 |
| Maximum | 65228 |
| Range | 65228 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 1307.0376 |
|---|---|
| Coefficient of variation (CV) | 10.071237 |
| Kurtosis | 1870.7788 |
| Mean | 129.77925 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 41.852411 |
| Sum | 20479166 |
| Variance | 1708347.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 115494 | |
| 120 | 6214 | 3.9% |
| 464 | 3810 | 2.4% |
| 495 | 3670 | 2.3% |
| 1440 | 2057 | 1.3% |
| 4 | 1296 | 0.8% |
| 41 | 1291 | 0.8% |
| 14 | 1288 | 0.8% |
| 2 | 1278 | 0.8% |
| 304 | 1276 | 0.8% |
| Other values (776) | 20126 | 12.8% |
| Value | Count | Frequency (%) |
| 0 | 115494 | |
| 2 | 1278 | 0.8% |
| 4 | 1296 | 0.8% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 19 | < 0.1% |
| 9 | 20 | < 0.1% |
| 10 | 26 | < 0.1% |
| 11 | 35 | < 0.1% |
| 12 | 40 | < 0.1% |
| Value | Count | Frequency (%) |
| 65228 | 2 | |
| 64745 | 2 | |
| 64719 | 2 | |
| 63766 | 2 | |
| 63288 | 2 | |
| 63237 | 2 | |
| 63027 | 2 | |
| 62937 | 2 | |
| 62897 | 1 | |
| 62377 | 2 |
tcp.options
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
tcp.payload
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
tcp.seq
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18199 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1875111.3 |
| Minimum | 0 |
|---|---|
| Maximum | 2.079647 × 108 |
| Zeros | 58508 |
| Zeros (%) | 37.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 119 |
| 95-th percentile | 648659.55 |
| Maximum | 2.079647 × 108 |
| Range | 2.079647 × 108 |
| Interquartile range (IQR) | 119 |
Descriptive statistics
| Standard deviation | 15797069 |
|---|---|
| Coefficient of variation (CV) | 8.4246033 |
| Kurtosis | 98.5967 |
| Mean | 1875111.3 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 9.6912638 |
| Sum | 2.9589256 × 1011 |
| Variance | 2.4954738 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 58508 | |
| 1 | 41956 | |
| 59 | 3764 | 2.4% |
| 6 | 3629 | 2.3% |
| 5 | 2580 | 1.6% |
| 479 | 1428 | 0.9% |
| 56 | 1280 | 0.8% |
| 15 | 1259 | 0.8% |
| 103 | 1243 | 0.8% |
| 108 | 1094 | 0.7% |
| Other values (18189) | 41059 |
| Value | Count | Frequency (%) |
| 0 | 58508 | |
| 4 × 10-5 | 1 | < 0.1% |
| 4.1 × 10-5 | 1 | < 0.1% |
| 8.3 × 10-5 | 1 | < 0.1% |
| 9.5 × 10-5 | 1 | < 0.1% |
| 9.6 × 10-5 | 1 | < 0.1% |
| 9.7 × 10-5 | 1 | < 0.1% |
| 0.000102 | 1 | < 0.1% |
| 0.000107 | 1 | < 0.1% |
| 0.000166 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 207964705 | 1 | |
| 207761537 | 1 | |
| 207704140 | 1 | |
| 207696664 | 1 | |
| 207513059 | 1 | |
| 207470216 | 1 | |
| 207394137 | 1 | |
| 207388377 | 1 | |
| 207380192 | 1 | |
| 207338463 | 1 |
tcp.srcport
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
udp.port
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7484791 |
| Minimum | 0 |
|---|---|
| Maximum | 60310 |
| Zeros | 157395 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 60310 |
| Range | 60310 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 613.44483 |
|---|---|
| Coefficient of variation (CV) | 79.169708 |
| Kurtosis | 6839.4814 |
| Mean | 7.7484791 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 81.939532 |
| Sum | 1222710 |
| Variance | 376314.56 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 0 | 157395 | |
| 22 | 216 | 0.1% |
| 21 | 77 | < 0.1% |
| 15 | 74 | < 0.1% |
| 53 | 7 | < 0.1% |
| 123 | 4 | < 0.1% |
| 5353 | 2 | < 0.1% |
| 41030 | 1 | < 0.1% |
| 39447 | 1 | < 0.1% |
| 48939 | 1 | < 0.1% |
| Other values (22) | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 157395 | |
| 15 | 74 | < 0.1% |
| 21 | 77 | < 0.1% |
| 22 | 216 | 0.1% |
| 53 | 7 | < 0.1% |
| 123 | 4 | < 0.1% |
| 5353 | 2 | < 0.1% |
| 32770 | 1 | < 0.1% |
| 33864 | 1 | < 0.1% |
| 37607 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 60310 | 1 | |
| 59638 | 1 | |
| 58714 | 1 | |
| 56388 | 1 | |
| 53818 | 1 | |
| 52570 | 1 | |
| 52059 | 1 | |
| 51853 | 1 | |
| 51491 | 1 | |
| 51181 | 1 |
udp.stream
Real number (ℝ)
ZEROS
| Distinct | 14492 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121140.48 |
| Minimum | 0 |
|---|---|
| Maximum | 2898725 |
| Zeros | 143264 |
| Zeros (%) | 90.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1156645.9 |
| Maximum | 2898725 |
| Range | 2898725 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 468760.69 |
|---|---|
| Coefficient of variation (CV) | 3.8695627 |
| Kurtosis | 16.852035 |
| Mean | 121140.48 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1667027 |
| Sum | 1.9115968 × 1010 |
| Variance | 2.1973658 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 143264 | |
| 53 | 21 | < 0.1% |
| 123 | 3 | < 0.1% |
| 20824 | 2 | < 0.1% |
| 49350 | 2 | < 0.1% |
| 13438 | 2 | < 0.1% |
| 21507 | 2 | < 0.1% |
| 511 | 2 | < 0.1% |
| 22302 | 2 | < 0.1% |
| 1220 | 2 | < 0.1% |
| Other values (14482) | 14498 | 9.2% |
| Value | Count | Frequency (%) |
| 0 | 143264 | |
| 12 | 1 | < 0.1% |
| 53 | 21 | < 0.1% |
| 107 | 1 | < 0.1% |
| 123 | 3 | < 0.1% |
| 164 | 1 | < 0.1% |
| 222 | 1 | < 0.1% |
| 226 | 1 | < 0.1% |
| 300 | 1 | < 0.1% |
| 334 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2898725 | 1 | |
| 2897835 | 1 | |
| 2897710 | 1 | |
| 2897449 | 1 | |
| 2897438 | 1 | |
| 2897305 | 1 | |
| 2897216 | 1 | |
| 2896875 | 1 | |
| 2896822 | 1 | |
| 2896547 | 1 |
udp.time_delta
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 39 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.34140684 |
| Minimum | 0 |
|---|---|
| Maximum | 507 |
| Zeros | 157395 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 507 |
| Range | 507 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.6861918 |
|---|---|
| Coefficient of variation (CV) | 28.371405 |
| Kurtosis | 1083.1245 |
| Mean | 0.34140684 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 31.656207 |
| Sum | 53874 |
| Variance | 93.822312 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 0 | 157395 | |
| 12 | 216 | 0.1% |
| 255 | 151 | 0.1% |
| 303 | 3 | < 0.1% |
| 436 | 1 | < 0.1% |
| 398 | 1 | < 0.1% |
| 411 | 1 | < 0.1% |
| 419 | 1 | < 0.1% |
| 420 | 1 | < 0.1% |
| 430 | 1 | < 0.1% |
| Other values (29) | 29 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 157395 | |
| 7 | 1 | < 0.1% |
| 12 | 216 | 0.1% |
| 18 | 1 | < 0.1% |
| 101 | 1 | < 0.1% |
| 107 | 1 | < 0.1% |
| 149 | 1 | < 0.1% |
| 179 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 204 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 507 | 1 | |
| 503 | 1 | |
| 502 | 1 | |
| 493 | 1 | |
| 487 | 1 | |
| 461 | 1 | |
| 451 | 1 | |
| 448 | 1 | |
| 446 | 1 | |
| 436 | 1 |
dns.qry.name
Real number (ℝ)
ZEROS
| Distinct | 1430 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12700.612 |
| Minimum | 0 |
|---|---|
| Maximum | 2896968 |
| Zeros | 156144 |
| Zeros (%) | 99.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2896968 |
| Range | 2896968 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 156847.84 |
|---|---|
| Coefficient of variation (CV) | 12.349628 |
| Kurtosis | 210.52729 |
| Mean | 12700.612 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.086297 |
| Sum | 2.0041565 × 109 |
| Variance | 2.4601244 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 156144 | |
| 1 | 227 | 0.1% |
| 0.000139 | 2 | < 0.1% |
| 2896821 | 1 | < 0.1% |
| 2085891 | 1 | < 0.1% |
| 2103321 | 1 | < 0.1% |
| 2102485 | 1 | < 0.1% |
| 2097418 | 1 | < 0.1% |
| 2096631 | 1 | < 0.1% |
| 2095007 | 1 | < 0.1% |
| Other values (1420) | 1420 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 156144 | |
| 3.2 × 10-5 | 1 | < 0.1% |
| 4.1 × 10-5 | 1 | < 0.1% |
| 5.4 × 10-5 | 1 | < 0.1% |
| 5.7 × 10-5 | 1 | < 0.1% |
| 8.2 × 10-5 | 1 | < 0.1% |
| 0.000105 | 1 | < 0.1% |
| 0.000121 | 1 | < 0.1% |
| 0.000136 | 1 | < 0.1% |
| 0.000139 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2896968 | 1 | |
| 2896821 | 1 | |
| 2896549 | 1 | |
| 2894872 | 1 | |
| 2894680 | 1 | |
| 2893594 | 1 | |
| 2890148 | 1 | |
| 2890090 | 1 | |
| 2889752 | 1 | |
| 2889134 | 1 |
dns.qry.name.len
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
dns.qry.qu
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 66 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7786692 |
| Minimum | 0 |
|---|---|
| Maximum | 1028 |
| Zeros | 157544 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1028 |
| Range | 1028 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 23.063411 |
|---|---|
| Coefficient of variation (CV) | 29.61901 |
| Kurtosis | 1187.5601 |
| Mean | 0.7786692 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 33.366437 |
| Sum | 122874 |
| Variance | 531.92094 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 157544 | |
| 21 | 28 | < 0.1% |
| 197 | 7 | < 0.1% |
| 477 | 7 | < 0.1% |
| 687 | 7 | < 0.1% |
| 688 | 7 | < 0.1% |
| 198 | 7 | < 0.1% |
| 476 | 7 | < 0.1% |
| 908 | 5 | < 0.1% |
| 829 | 5 | < 0.1% |
| Other values (56) | 176 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 157544 | |
| 21 | 28 | < 0.1% |
| 22 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 70 | 5 | < 0.1% |
| 71 | 5 | < 0.1% |
| 95 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 120 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 1028 | 5 | |
| 1027 | 5 | |
| 1001 | 1 | < 0.1% |
| 957 | 5 | |
| 954 | 5 | |
| 928 | 1 | < 0.1% |
| 925 | 1 | < 0.1% |
| 909 | 5 | |
| 908 | 5 | |
| 851 | 3 |
dns.qry.type
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315600 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
dns.retransmission
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 1.0 | 21 |
| 28.0 | 7 |
| 12.0 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0000507 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473408 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157771 | |
| 1.0 | 21 | < 0.1% |
| 28.0 | 7 | < 0.1% |
| 12.0 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157771 | |
| 1.0 | 21 | < 0.1% |
| 28.0 | 7 | < 0.1% |
| 12.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315571 | |
| . | 157800 | |
| 1 | 22 | < 0.1% |
| 2 | 8 | < 0.1% |
| 8 | 7 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315608 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315571 | |
| 1 | 22 | < 0.1% |
| 2 | 8 | < 0.1% |
| 8 | 7 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473408 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315571 | |
| . | 157800 | |
| 1 | 22 | < 0.1% |
| 2 | 8 | < 0.1% |
| 8 | 7 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473408 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315571 | |
| . | 157800 | |
| 1 | 22 | < 0.1% |
| 2 | 8 | < 0.1% |
| 8 | 7 | < 0.1% |
dns.retransmit_request
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157799 | |
| 1.0 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157799 | |
| 1.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315599 | |
| . | 157800 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315599 | |
| 1 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315599 | |
| . | 157800 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315599 | |
| . | 157800 | |
| 1 | 1 | < 0.1% |
dns.retransmit_request_in
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315600 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
mqtt.conack.flags
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
mqtt.conflag.cleansess
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1250 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 156550 | |
| 1.0 | 1250 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 156550 | |
| 1.0 | 1250 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 1 | 1250 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| 1 | 1250 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 1 | 1250 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 1 | 1250 | 0.3% |
mqtt.conflags
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 2.0 | 1250 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 156550 | |
| 2.0 | 1250 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 156550 | |
| 2.0 | 1250 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 2 | 1250 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| 2 | 1250 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 2 | 1250 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 2 | 1250 | 0.3% |
mqtt.hdrflags
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 32.0 | 1289 |
| 224.0 | 1278 |
| 16.0 | 1250 |
| 48.0 | 1246 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.0401838 |
| Min length | 3 |
Characters and Unicode
| Total characters | 479741 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 152737 | |
| 32.0 | 1289 | 0.8% |
| 224.0 | 1278 | 0.8% |
| 16.0 | 1250 | 0.8% |
| 48.0 | 1246 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 152737 | |
| 32.0 | 1289 | 0.8% |
| 224.0 | 1278 | 0.8% |
| 16.0 | 1250 | 0.8% |
| 48.0 | 1246 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 310537 | |
| . | 157800 | |
| 2 | 3845 | 0.8% |
| 4 | 2524 | 0.5% |
| 3 | 1289 | 0.3% |
| 1 | 1250 | 0.3% |
| 6 | 1250 | 0.3% |
| 8 | 1246 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 321941 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 310537 | |
| 2 | 3845 | 1.2% |
| 4 | 2524 | 0.8% |
| 3 | 1289 | 0.4% |
| 1 | 1250 | 0.4% |
| 6 | 1250 | 0.4% |
| 8 | 1246 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 479741 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 310537 | |
| . | 157800 | |
| 2 | 3845 | 0.8% |
| 4 | 2524 | 0.5% |
| 3 | 1289 | 0.3% |
| 1 | 1250 | 0.3% |
| 6 | 1250 | 0.3% |
| 8 | 1246 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 479741 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 310537 | |
| . | 157800 | |
| 2 | 3845 | 0.8% |
| 4 | 2524 | 0.5% |
| 3 | 1289 | 0.3% |
| 1 | 1250 | 0.3% |
| 6 | 1250 | 0.3% |
| 8 | 1246 | 0.3% |
mqtt.len
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 2.0 | 1289 |
| 12.0 | 1250 |
| 39.0 | 1246 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0158175 |
| Min length | 3 |
Characters and Unicode
| Total characters | 475896 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 154015 | |
| 2.0 | 1289 | 0.8% |
| 12.0 | 1250 | 0.8% |
| 39.0 | 1246 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 154015 | |
| 2.0 | 1289 | 0.8% |
| 12.0 | 1250 | 0.8% |
| 39.0 | 1246 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 311815 | |
| . | 157800 | |
| 2 | 2539 | 0.5% |
| 1 | 1250 | 0.3% |
| 3 | 1246 | 0.3% |
| 9 | 1246 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 318096 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 311815 | |
| 2 | 2539 | 0.8% |
| 1 | 1250 | 0.4% |
| 3 | 1246 | 0.4% |
| 9 | 1246 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 475896 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 311815 | |
| . | 157800 | |
| 2 | 2539 | 0.5% |
| 1 | 1250 | 0.3% |
| 3 | 1246 | 0.3% |
| 9 | 1246 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 475896 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 311815 | |
| . | 157800 | |
| 2 | 2539 | 0.5% |
| 1 | 1250 | 0.3% |
| 3 | 1246 | 0.3% |
| 9 | 1246 | 0.3% |
mqtt.msg_decoded_as
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315600 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
mqtt.msg
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
mqtt.msgtype
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 2.0 | 1289 |
| 14.0 | 1278 |
| 1.0 | 1250 |
| 3.0 | 1246 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0080989 |
| Min length | 3 |
Characters and Unicode
| Total characters | 474678 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 152737 | |
| 2.0 | 1289 | 0.8% |
| 14.0 | 1278 | 0.8% |
| 1.0 | 1250 | 0.8% |
| 3.0 | 1246 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 152737 | |
| 2.0 | 1289 | 0.8% |
| 14.0 | 1278 | 0.8% |
| 1.0 | 1250 | 0.8% |
| 3.0 | 1246 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 310537 | |
| . | 157800 | |
| 1 | 2528 | 0.5% |
| 2 | 1289 | 0.3% |
| 4 | 1278 | 0.3% |
| 3 | 1246 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 316878 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 310537 | |
| 1 | 2528 | 0.8% |
| 2 | 1289 | 0.4% |
| 4 | 1278 | 0.4% |
| 3 | 1246 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 474678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 310537 | |
| . | 157800 | |
| 1 | 2528 | 0.5% |
| 2 | 1289 | 0.3% |
| 4 | 1278 | 0.3% |
| 3 | 1246 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 474678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 310537 | |
| . | 157800 | |
| 1 | 2528 | 0.5% |
| 2 | 1289 | 0.3% |
| 4 | 1278 | 0.3% |
| 3 | 1246 | 0.3% |
mqtt.proto_len
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 4.0 | 1250 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 156550 | |
| 4.0 | 1250 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 156550 | |
| 4.0 | 1250 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 4 | 1250 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| 4 | 1250 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 4 | 1250 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 4 | 1250 | 0.3% |
mqtt.protoname
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
mqtt.topic
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
mqtt.topic_len
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 24.0 | 1246 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0078961 |
| Min length | 3 |
Characters and Unicode
| Total characters | 474646 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 156554 | |
| 24.0 | 1246 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 156554 | |
| 24.0 | 1246 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 314354 | |
| . | 157800 | |
| 2 | 1246 | 0.3% |
| 4 | 1246 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 316846 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 314354 | |
| 2 | 1246 | 0.4% |
| 4 | 1246 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 474646 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 314354 | |
| . | 157800 | |
| 2 | 1246 | 0.3% |
| 4 | 1246 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 474646 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 314354 | |
| . | 157800 | |
| 2 | 1246 | 0.3% |
| 4 | 1246 | 0.3% |
mqtt.ver
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 | |
|---|---|
| 4.0 | 1250 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 156550 | |
| 4.0 | 1250 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 156550 | |
| 4.0 | 1250 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 4 | 1250 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| 4 | 1250 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 4 | 1250 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 314350 | |
| . | 157800 | |
| 4 | 1250 | 0.3% |
mbtcp.len
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315600 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
mbtcp.trans_id
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315600 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
mbtcp.unit_id
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 473400 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 157800 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 315600 | |
| Other Punctuation | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 315600 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 157800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 473400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 473400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 315600 | |
| . | 157800 |
Attack_label
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 157800 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 133499 | |
| 0 | 24301 | 15.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 133499 | |
| 0 | 24301 | 15.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 133499 | |
| 0 | 24301 | 15.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 157800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 133499 | |
| 0 | 24301 | 15.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 157800 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 133499 | |
| 0 | 24301 | 15.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 157800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 133499 | |
| 0 | 24301 | 15.4% |
Attack_type
Categorical
HIGH CORRELATION
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Normal | |
|---|---|
| DDoS_UDP | |
| DDoS_ICMP | |
| Ransomware | |
| DDoS_HTTP | |
| Other values (10) |
Length
| Max length | 21 |
|---|---|
| Median length | 14 |
| Mean length | 9.2164512 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1454356 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MITM |
|---|---|
| 2nd row | MITM |
| 3rd row | MITM |
| 4th row | MITM |
| 5th row | MITM |
Common Values
| Value | Count | Frequency (%) |
| Normal | 24301 | |
| DDoS_UDP | 14498 | |
| DDoS_ICMP | 14090 | |
| Ransomware | 10925 | 6.9% |
| DDoS_HTTP | 10561 | 6.7% |
| SQL_injection | 10311 | 6.5% |
| Uploading | 10269 | 6.5% |
| DDoS_TCP | 10247 | 6.5% |
| Backdoor | 10195 | 6.5% |
| Vulnerability_scanner | 10076 | 6.4% |
| Other values (5) | 32327 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| normal | 24301 | |
| ddos_udp | 14498 | |
| ddos_icmp | 14090 | |
| ransomware | 10925 | 6.9% |
| ddos_http | 10561 | 6.7% |
| sql_injection | 10311 | 6.5% |
| uploading | 10269 | 6.5% |
| ddos_tcp | 10247 | 6.5% |
| backdoor | 10195 | 6.5% |
| vulnerability_scanner | 10076 | 6.4% |
| Other values (5) | 32327 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 145652 | 10.0% |
| D | 113290 | 7.8% |
| a | 106827 | 7.3% |
| n | 105260 | 7.2% |
| S | 89882 | 6.2% |
| r | 87635 | 6.0% |
| _ | 79854 | 5.5% |
| P | 69456 | 4.8% |
| i | 64117 | 4.4% |
| l | 54722 | 3.8% |
| Other values (28) | 537661 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 890632 | |
| Uppercase Letter | 483870 | |
| Connector Punctuation | 79854 | 5.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 145652 | |
| a | 106827 | |
| n | 105260 | |
| r | 87635 | |
| i | 64117 | 7.2% |
| l | 54722 | 6.1% |
| e | 42389 | 4.8% |
| s | 40979 | 4.6% |
| c | 40653 | 4.6% |
| m | 35226 | 4.0% |
| Other values (10) | 167172 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 113290 | |
| S | 89882 | |
| P | 69456 | |
| T | 32583 | 6.7% |
| U | 24767 | 5.1% |
| C | 24337 | 5.0% |
| N | 24301 | 5.0% |
| M | 16518 | 3.4% |
| I | 15304 | 3.2% |
| R | 10925 | 2.3% |
| Other values (7) | 62507 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 79854 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1374502 | |
| Common | 79854 | 5.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 145652 | 10.6% |
| D | 113290 | 8.2% |
| a | 106827 | 7.8% |
| n | 105260 | 7.7% |
| S | 89882 | 6.5% |
| r | 87635 | 6.4% |
| P | 69456 | 5.1% |
| i | 64117 | 4.7% |
| l | 54722 | 4.0% |
| e | 42389 | 3.1% |
| Other values (27) | 495272 |
Common
| Value | Count | Frequency (%) |
| _ | 79854 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1454356 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 145652 | 10.0% |
| D | 113290 | 7.8% |
| a | 106827 | 7.3% |
| n | 105260 | 7.2% |
| S | 89882 | 6.2% |
| r | 87635 | 6.0% |
| _ | 79854 | 5.5% |
| P | 69456 | 4.8% |
| i | 64117 | 4.4% |
| l | 54722 | 3.8% |
| Other values (28) | 537661 |
| icmp.checksum | icmp.seq_le | icmp.transmit_timestamp | http.content_length | tcp.ack | tcp.ack_raw | tcp.checksum | tcp.dstport | tcp.flags | tcp.len | tcp.seq | udp.port | udp.stream | udp.time_delta | dns.qry.name | dns.qry.qu | arp.opcode | arp.hw.size | http.response | tcp.connection.fin | tcp.connection.rst | tcp.connection.syn | tcp.connection.synack | tcp.flags.ack | dns.retransmission | dns.retransmit_request | mqtt.conflag.cleansess | mqtt.conflags | mqtt.hdrflags | mqtt.len | mqtt.msgtype | mqtt.proto_len | mqtt.topic_len | mqtt.ver | Attack_label | Attack_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| icmp.checksum | 1.000 | 0.931 | 0.071 | -0.081 | -0.395 | -0.393 | -0.437 | -0.441 | -0.444 | -0.190 | -0.361 | -0.016 | -0.102 | -0.016 | -0.033 | -0.013 | 0.020 | 0.029 | 0.066 | 0.075 | 0.097 | 0.115 | 0.053 | 0.399 | 0.000 | 0.000 | 0.026 | 0.026 | 0.026 | 0.026 | 0.026 | 0.026 | 0.026 | 0.026 | 0.129 | 0.312 |
| icmp.seq_le | 0.931 | 1.000 | -0.008 | -0.084 | -0.410 | -0.408 | -0.453 | -0.457 | -0.460 | -0.197 | -0.374 | -0.017 | -0.011 | -0.017 | 0.258 | -0.013 | 0.021 | 0.030 | 0.068 | 0.077 | 0.101 | 0.120 | 0.054 | 0.413 | 0.000 | 0.000 | 0.027 | 0.027 | 0.027 | 0.027 | 0.027 | 0.027 | 0.027 | 0.027 | 0.133 | 0.301 |
| icmp.transmit_timestamp | 0.071 | -0.008 | 1.000 | -0.006 | -0.028 | -0.028 | -0.031 | -0.032 | -0.032 | -0.014 | -0.026 | -0.001 | -0.007 | -0.001 | -0.002 | -0.001 | 0.000 | 0.000 | 0.004 | 0.004 | 0.006 | 0.008 | 0.002 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.287 |
| http.content_length | -0.081 | -0.084 | -0.006 | 1.000 | 0.252 | 0.168 | 0.094 | 0.108 | 0.348 | 0.466 | 0.303 | -0.013 | -0.080 | -0.013 | -0.026 | -0.010 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 |
| tcp.ack | -0.395 | -0.410 | -0.028 | 0.252 | 1.000 | 0.634 | 0.463 | 0.501 | 0.443 | 0.294 | 0.465 | -0.063 | -0.393 | -0.063 | -0.127 | -0.050 | 0.016 | 0.024 | 0.054 | 0.062 | 0.081 | 0.656 | 0.043 | 0.331 | 0.000 | 0.000 | 0.021 | 0.021 | 0.022 | 0.021 | 0.022 | 0.021 | 0.021 | 0.021 | 0.107 | 0.220 |
| tcp.ack_raw | -0.393 | -0.408 | -0.028 | 0.168 | 0.634 | 1.000 | 0.460 | 0.561 | 0.660 | 0.301 | 0.585 | -0.062 | -0.392 | -0.062 | -0.127 | -0.050 | 0.091 | 0.130 | 0.153 | 0.168 | 0.181 | 0.258 | 0.119 | 0.766 | 0.007 | 0.000 | 0.065 | 0.065 | 0.060 | 0.061 | 0.060 | 0.065 | 0.056 | 0.065 | 0.187 | 0.301 |
| tcp.checksum | -0.437 | -0.453 | -0.031 | 0.094 | 0.463 | 0.460 | 1.000 | 0.516 | 0.519 | 0.211 | 0.418 | -0.069 | -0.435 | -0.069 | -0.141 | -0.055 | 0.110 | 0.156 | 0.093 | 0.102 | 0.138 | 0.165 | 0.076 | 0.561 | 0.010 | 0.000 | 0.038 | 0.038 | 0.038 | 0.038 | 0.038 | 0.038 | 0.037 | 0.038 | 0.176 | 0.254 |
| tcp.dstport | -0.441 | -0.457 | -0.032 | 0.108 | 0.501 | 0.561 | 0.516 | 1.000 | 0.597 | 0.152 | 0.520 | -0.070 | -0.439 | -0.070 | -0.142 | -0.056 | 0.053 | 0.075 | 0.445 | 0.120 | 0.546 | 0.281 | 0.272 | 0.482 | 0.000 | 0.000 | 0.066 | 0.066 | 0.106 | 0.117 | 0.106 | 0.066 | 0.066 | 0.066 | 0.342 | 0.348 |
| tcp.flags | -0.444 | -0.460 | -0.032 | 0.348 | 0.443 | 0.660 | 0.519 | 0.597 | 1.000 | 0.586 | 0.743 | -0.070 | -0.442 | -0.070 | -0.143 | -0.056 | 0.098 | 0.139 | 0.421 | 0.293 | 0.867 | 0.530 | 0.521 | 1.000 | 0.010 | 0.000 | 0.172 | 0.172 | 0.175 | 0.174 | 0.175 | 0.172 | 0.172 | 0.172 | 0.353 | 0.512 |
| tcp.len | -0.190 | -0.197 | -0.014 | 0.466 | 0.294 | 0.301 | 0.211 | 0.152 | 0.586 | 1.000 | 0.473 | 0.099 | -0.189 | 0.099 | -0.022 | 0.076 | 0.000 | 0.000 | 0.000 | 0.002 | 0.005 | 0.007 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.124 |
| tcp.seq | -0.361 | -0.374 | -0.026 | 0.303 | 0.465 | 0.585 | 0.418 | 0.520 | 0.743 | 0.473 | 1.000 | -0.018 | -0.359 | -0.018 | -0.104 | -0.015 | 0.005 | 0.010 | 0.027 | 0.031 | 0.040 | 0.048 | 0.021 | 0.096 | 0.000 | 0.000 | 0.008 | 0.008 | 0.009 | 0.009 | 0.009 | 0.008 | 0.008 | 0.008 | 0.298 | 0.099 |
| udp.port | -0.016 | -0.017 | -0.001 | -0.013 | -0.063 | -0.062 | -0.069 | -0.070 | -0.070 | 0.099 | -0.018 | 1.000 | -0.001 | 1.000 | 0.304 | 0.795 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.509 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.009 |
| udp.stream | -0.102 | -0.011 | -0.007 | -0.080 | -0.393 | -0.392 | -0.435 | -0.439 | -0.442 | -0.189 | -0.359 | -0.001 | 1.000 | -0.001 | 0.250 | 0.002 | 0.019 | 0.027 | 0.062 | 0.070 | 0.091 | 0.108 | 0.049 | 0.375 | 0.000 | 0.000 | 0.024 | 0.024 | 0.025 | 0.025 | 0.025 | 0.024 | 0.024 | 0.024 | 0.121 | 0.297 |
| udp.time_delta | -0.016 | -0.017 | -0.001 | -0.013 | -0.063 | -0.062 | -0.069 | -0.070 | -0.070 | 0.099 | -0.018 | 1.000 | -0.001 | 1.000 | 0.304 | 0.794 | 0.000 | 0.000 | 0.000 | 0.004 | 0.008 | 0.011 | 0.000 | 0.045 | 0.600 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.115 |
| dns.qry.name | -0.033 | 0.258 | -0.002 | -0.026 | -0.127 | -0.127 | -0.141 | -0.142 | -0.143 | -0.022 | -0.104 | 0.304 | 0.250 | 0.304 | 1.000 | 0.373 | 0.000 | 0.005 | 0.018 | 0.021 | 0.028 | 0.034 | 0.014 | 0.119 | 0.000 | 0.000 | 0.003 | 0.003 | 0.003 | 0.003 | 0.003 | 0.003 | 0.003 | 0.003 | 0.038 | 0.094 |
| dns.qry.qu | -0.013 | -0.013 | -0.001 | -0.010 | -0.050 | -0.050 | -0.055 | -0.056 | -0.056 | 0.076 | -0.015 | 0.795 | 0.002 | 0.794 | 0.373 | 1.000 | 0.000 | 0.000 | 0.003 | 0.005 | 0.009 | 0.012 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.139 |
| arp.opcode | 0.020 | 0.021 | 0.000 | 0.000 | 0.016 | 0.091 | 0.110 | 0.053 | 0.098 | 0.000 | 0.005 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.022 | 0.025 | 0.032 | 0.038 | 0.017 | 0.132 | 0.000 | 0.000 | 0.008 | 0.008 | 0.012 | 0.010 | 0.012 | 0.008 | 0.008 | 0.008 | 0.036 | 0.157 |
| arp.hw.size | 0.029 | 0.030 | 0.000 | 0.000 | 0.024 | 0.130 | 0.156 | 0.075 | 0.139 | 0.000 | 0.010 | 0.000 | 0.027 | 0.000 | 0.005 | 0.000 | 1.000 | 1.000 | 0.022 | 0.025 | 0.032 | 0.038 | 0.017 | 0.132 | 0.000 | 0.000 | 0.008 | 0.008 | 0.018 | 0.015 | 0.018 | 0.008 | 0.008 | 0.008 | 0.035 | 0.220 |
| http.response | 0.066 | 0.068 | 0.004 | 0.005 | 0.054 | 0.153 | 0.093 | 0.445 | 0.421 | 0.000 | 0.027 | 0.000 | 0.062 | 0.000 | 0.018 | 0.003 | 0.022 | 0.022 | 1.000 | 0.053 | 0.070 | 0.084 | 0.038 | 0.166 | 0.000 | 0.000 | 0.019 | 0.019 | 0.040 | 0.034 | 0.040 | 0.019 | 0.019 | 0.019 | 0.093 | 0.490 |
| tcp.connection.fin | 0.075 | 0.077 | 0.004 | 0.000 | 0.062 | 0.168 | 0.102 | 0.120 | 0.293 | 0.002 | 0.031 | 0.000 | 0.070 | 0.004 | 0.021 | 0.005 | 0.025 | 0.025 | 0.053 | 1.000 | 0.080 | 0.095 | 0.044 | 0.188 | 0.000 | 0.000 | 0.022 | 0.022 | 0.365 | 0.039 | 0.365 | 0.022 | 0.022 | 0.022 | 0.089 | 0.283 |
| tcp.connection.rst | 0.097 | 0.101 | 0.006 | 0.000 | 0.081 | 0.181 | 0.138 | 0.546 | 0.867 | 0.005 | 0.040 | 0.000 | 0.091 | 0.008 | 0.028 | 0.009 | 0.032 | 0.032 | 0.070 | 0.080 | 1.000 | 0.123 | 0.057 | 0.088 | 0.000 | 0.000 | 0.029 | 0.029 | 0.058 | 0.050 | 0.058 | 0.029 | 0.029 | 0.029 | 0.008 | 0.473 |
| tcp.connection.syn | 0.115 | 0.120 | 0.008 | 0.000 | 0.656 | 0.258 | 0.165 | 0.281 | 0.530 | 0.007 | 0.048 | 0.000 | 0.108 | 0.011 | 0.034 | 0.012 | 0.038 | 0.038 | 0.084 | 0.095 | 0.123 | 1.000 | 0.067 | 0.505 | 0.003 | 0.000 | 0.034 | 0.034 | 0.070 | 0.060 | 0.070 | 0.034 | 0.034 | 0.034 | 0.102 | 0.498 |
| tcp.connection.synack | 0.053 | 0.054 | 0.002 | 0.000 | 0.043 | 0.119 | 0.076 | 0.272 | 0.521 | 0.000 | 0.021 | 0.000 | 0.049 | 0.000 | 0.014 | 0.000 | 0.017 | 0.017 | 0.038 | 0.044 | 0.057 | 0.067 | 1.000 | 0.133 | 0.000 | 0.000 | 0.015 | 0.015 | 0.032 | 0.027 | 0.032 | 0.015 | 0.015 | 0.015 | 0.061 | 0.196 |
| tcp.flags.ack | 0.399 | 0.413 | 0.030 | 0.000 | 0.331 | 0.766 | 0.561 | 0.482 | 1.000 | 0.029 | 0.096 | 0.016 | 0.375 | 0.045 | 0.119 | 0.048 | 0.132 | 0.132 | 0.166 | 0.188 | 0.088 | 0.505 | 0.133 | 1.000 | 0.017 | 0.000 | 0.068 | 0.068 | 0.138 | 0.119 | 0.138 | 0.068 | 0.067 | 0.068 | 0.187 | 0.719 |
| dns.retransmission | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.010 | 0.000 | 0.010 | 0.000 | 0.000 | 0.509 | 0.000 | 0.600 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.017 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.016 |
| dns.retransmit_request | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| mqtt.conflag.cleansess | 0.026 | 0.027 | 0.000 | 0.000 | 0.021 | 0.065 | 0.038 | 0.066 | 0.172 | 0.000 | 0.008 | 0.000 | 0.024 | 0.000 | 0.003 | 0.000 | 0.008 | 0.008 | 0.019 | 0.022 | 0.029 | 0.034 | 0.015 | 0.068 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.007 | 1.000 | 0.209 | 0.209 |
| mqtt.conflags | 0.026 | 0.027 | 0.000 | 0.000 | 0.021 | 0.065 | 0.038 | 0.066 | 0.172 | 0.000 | 0.008 | 0.000 | 0.024 | 0.000 | 0.003 | 0.000 | 0.008 | 0.008 | 0.019 | 0.022 | 0.029 | 0.034 | 0.015 | 0.068 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.007 | 1.000 | 0.209 | 0.209 |
| mqtt.hdrflags | 0.026 | 0.027 | 0.000 | 0.000 | 0.022 | 0.060 | 0.038 | 0.106 | 0.175 | 0.000 | 0.009 | 0.000 | 0.025 | 0.000 | 0.003 | 0.000 | 0.012 | 0.018 | 0.040 | 0.365 | 0.058 | 0.070 | 0.032 | 0.138 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.427 | 0.213 |
| mqtt.len | 0.026 | 0.027 | 0.000 | 0.000 | 0.021 | 0.061 | 0.038 | 0.117 | 0.174 | 0.000 | 0.009 | 0.000 | 0.025 | 0.000 | 0.003 | 0.000 | 0.010 | 0.015 | 0.034 | 0.039 | 0.050 | 0.060 | 0.027 | 0.119 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.367 | 0.212 |
| mqtt.msgtype | 0.026 | 0.027 | 0.000 | 0.000 | 0.022 | 0.060 | 0.038 | 0.106 | 0.175 | 0.000 | 0.009 | 0.000 | 0.025 | 0.000 | 0.003 | 0.000 | 0.012 | 0.018 | 0.040 | 0.365 | 0.058 | 0.070 | 0.032 | 0.138 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.427 | 0.213 |
| mqtt.proto_len | 0.026 | 0.027 | 0.000 | 0.000 | 0.021 | 0.065 | 0.038 | 0.066 | 0.172 | 0.000 | 0.008 | 0.000 | 0.024 | 0.000 | 0.003 | 0.000 | 0.008 | 0.008 | 0.019 | 0.022 | 0.029 | 0.034 | 0.015 | 0.068 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.007 | 1.000 | 0.209 | 0.209 |
| mqtt.topic_len | 0.026 | 0.027 | 0.000 | 0.000 | 0.021 | 0.056 | 0.037 | 0.066 | 0.172 | 0.000 | 0.008 | 0.000 | 0.024 | 0.000 | 0.003 | 0.000 | 0.008 | 0.008 | 0.019 | 0.022 | 0.029 | 0.034 | 0.015 | 0.067 | 0.000 | 0.000 | 0.007 | 0.007 | 1.000 | 1.000 | 1.000 | 0.007 | 1.000 | 0.007 | 0.209 | 0.209 |
| mqtt.ver | 0.026 | 0.027 | 0.000 | 0.000 | 0.021 | 0.065 | 0.038 | 0.066 | 0.172 | 0.000 | 0.008 | 0.000 | 0.024 | 0.000 | 0.003 | 0.000 | 0.008 | 0.008 | 0.019 | 0.022 | 0.029 | 0.034 | 0.015 | 0.068 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.007 | 1.000 | 0.209 | 0.209 |
| Attack_label | 0.129 | 0.133 | 0.009 | 0.000 | 0.107 | 0.187 | 0.176 | 0.342 | 0.353 | 0.008 | 0.298 | 0.029 | 0.121 | 0.033 | 0.038 | 0.014 | 0.036 | 0.035 | 0.093 | 0.089 | 0.008 | 0.102 | 0.061 | 0.187 | 0.031 | 0.000 | 0.209 | 0.209 | 0.427 | 0.367 | 0.427 | 0.209 | 0.209 | 0.209 | 1.000 | 1.000 |
| Attack_type | 0.312 | 0.301 | 0.287 | 0.002 | 0.220 | 0.301 | 0.254 | 0.348 | 0.512 | 0.124 | 0.099 | 0.009 | 0.297 | 0.115 | 0.094 | 0.139 | 0.157 | 0.220 | 0.490 | 0.283 | 0.473 | 0.498 | 0.196 | 0.719 | 0.016 | 0.000 | 0.209 | 0.209 | 0.213 | 0.212 | 0.213 | 0.209 | 0.209 | 0.209 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| frame.time | ip.src_host | ip.dst_host | arp.dst.proto_ipv4 | arp.opcode | arp.hw.size | arp.src.proto_ipv4 | icmp.checksum | icmp.seq_le | icmp.transmit_timestamp | icmp.unused | http.file_data | http.content_length | http.request.uri.query | http.request.method | http.referer | http.request.full_uri | http.request.version | http.response | http.tls_port | tcp.ack | tcp.ack_raw | tcp.checksum | tcp.connection.fin | tcp.connection.rst | tcp.connection.syn | tcp.connection.synack | tcp.dstport | tcp.flags | tcp.flags.ack | tcp.len | tcp.options | tcp.payload | tcp.seq | tcp.srcport | udp.port | udp.stream | udp.time_delta | dns.qry.name | dns.qry.name.len | dns.qry.qu | dns.qry.type | dns.retransmission | dns.retransmit_request | dns.retransmit_request_in | mqtt.conack.flags | mqtt.conflag.cleansess | mqtt.conflags | mqtt.hdrflags | mqtt.len | mqtt.msg_decoded_as | mqtt.msg | mqtt.msgtype | mqtt.proto_len | mqtt.protoname | mqtt.topic | mqtt.topic_len | mqtt.ver | mbtcp.len | mbtcp.trans_id | mbtcp.unit_id | Attack_label | Attack_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6.0 | 192.168.0.152 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| 1 | 6.0 | 192.168.0.101 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| 2 | 6.0 | 192.168.0.152 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| 3 | 6.0 | 192.168.0.101 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| 4 | 6.0 | 192.168.0.152 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| 5 | 6.0 | 192.168.0.101 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| 6 | 6.0 | 192.168.0.152 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| 7 | 6.0 | 192.168.0.101 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| 8 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| 9 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM |
| frame.time | ip.src_host | ip.dst_host | arp.dst.proto_ipv4 | arp.opcode | arp.hw.size | arp.src.proto_ipv4 | icmp.checksum | icmp.seq_le | icmp.transmit_timestamp | icmp.unused | http.file_data | http.content_length | http.request.uri.query | http.request.method | http.referer | http.request.full_uri | http.request.version | http.response | http.tls_port | tcp.ack | tcp.ack_raw | tcp.checksum | tcp.connection.fin | tcp.connection.rst | tcp.connection.syn | tcp.connection.synack | tcp.dstport | tcp.flags | tcp.flags.ack | tcp.len | tcp.options | tcp.payload | tcp.seq | tcp.srcport | udp.port | udp.stream | udp.time_delta | dns.qry.name | dns.qry.name.len | dns.qry.qu | dns.qry.type | dns.retransmission | dns.retransmit_request | dns.retransmit_request_in | mqtt.conack.flags | mqtt.conflag.cleansess | mqtt.conflags | mqtt.hdrflags | mqtt.len | mqtt.msg_decoded_as | mqtt.msg | mqtt.msgtype | mqtt.proto_len | mqtt.protoname | mqtt.topic | mqtt.topic_len | mqtt.ver | mbtcp.len | mbtcp.trans_id | mbtcp.unit_id | Attack_label | Attack_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 157790 | 2021 23:24:32.646740000 | 5.78.209.48 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 51295.0 | 39144.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
| 157791 | 2021 23:24:32.651986000 | 157.210.125.7 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 24415.0 | 39249.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
| 157792 | 2021 23:24:32.674477000 | 221.40.206.7 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 20573.0 | 39776.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
| 157793 | 2021 23:24:32.685599000 | 95.70.146.72 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 19548.0 | 40036.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
| 157794 | 2021 23:24:32.691022000 | 5.153.51.123 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 39515.0 | 40214.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
| 157795 | 2021 23:24:32.698981000 | 193.152.82.43 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 48729.0 | 40690.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
| 157796 | 2021 23:24:32.699354000 | 253.52.1.213 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 45657.0 | 40702.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
| 157797 | 2021 23:24:32.719931000 | 107.155.221.49 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 57686.0 | 41423.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
| 157798 | 2021 23:24:32.752054000 | 77.242.58.228 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 9555.0 | 42379.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
| 157799 | 2021 23:24:32.780376000 | 149.40.90.151 | 192.168.0.128 | 0 | 0.0 | 0.0 | 0 | 35144.0 | 45095.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | DDoS_ICMP |
Most frequently occurring
| frame.time | ip.src_host | ip.dst_host | arp.opcode | arp.hw.size | icmp.checksum | icmp.seq_le | icmp.transmit_timestamp | icmp.unused | http.content_length | http.response | http.tls_port | tcp.ack | tcp.ack_raw | tcp.checksum | tcp.connection.fin | tcp.connection.rst | tcp.connection.syn | tcp.connection.synack | tcp.dstport | tcp.flags | tcp.flags.ack | tcp.len | tcp.seq | udp.port | udp.stream | udp.time_delta | dns.qry.name | dns.qry.qu | dns.qry.type | dns.retransmission | dns.retransmit_request | dns.retransmit_request_in | mqtt.conflag.cleansess | mqtt.conflags | mqtt.hdrflags | mqtt.len | mqtt.msg_decoded_as | mqtt.msgtype | mqtt.proto_len | mqtt.topic_len | mqtt.ver | mbtcp.len | mbtcp.trans_id | mbtcp.unit_id | Attack_label | Attack_type | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 480 |
| 39 | 6.0 | 192.168.0.101 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 155 |
| 41 | 6.0 | 192.168.0.152 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 120 |
| 37 | 6.0 | 0.0.0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 58 |
| 40 | 6.0 | 192.168.0.128 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 4 |
| 1 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5353.0 | 0.0 | 21.0 | 0.0 | 255.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 2 |
| 2 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 49436.0 | 0.0 | 15.0 | 0.0 | 255.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 2 |
| 3 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 49893.0 | 0.0 | 15.0 | 0.0 | 255.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 2 |
| 4 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 49909.0 | 0.0 | 15.0 | 0.0 | 255.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 2 |
| 5 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 50566.0 | 0.0 | 15.0 | 0.0 | 255.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | MITM | 2 |